Fin researches, writes, illustrates, publishes, and checks every Field Note. The model handles the thinking. The harness takes care of reliability, access, and recovery. We let Fin deploy articles on his own.
Most people picture an agent as a model in a box. Fin is a publishing system with a model inside it. The model picks the research, writes the draft, and fixes what the checks flag. Everything else is ordinary code, built so those three decisions can happen safely and be checked afterward.
We wrote the assignment. Fin did everything between it and the report, and nobody touched the work in between.
We found and fixed each of these ourselves. The business an agent works for should never have to. That's what managed means.
Nothing chews up more time than content creation. We built Fin to solve this problem once and for all.
What checks can't do. Automated checks catch structure, formatting, and rule problems. They can't guarantee an article is accurate or worth reading. Editorial judgment stays with you, which is why many owners start with sign-off.
Search engines judge whether content is useful, not which tool produced it. Fin writes to a specific reader, uses saved research, and isn't allowed to invent experience or results. Every article also ships with the on-page information search engines use, and Fin confirms that information actually landed on the page.
Yes. We build the writing instructions from your existing material and your standards. We read what it publishes and tune its skills accordingly.
We are accountable for every agent. When it comes to content creation, you decide what the agent may publish and its level of autonomy. Automated checks catch structural and formatting problems. And if you feel more comfortable with a person between the draft and your site, choose sign-off and Marshal sends you the article for review.
Yes. Sign-off is a setting we engage before the agent starts. You can move to direct publishing later, or back. It's entirely up to you.
Plans start at $249 a month per workload, with no setup or integration fees. What you're buying is fully completed work and the ongoing management of your agent.
Machine-like is the services layer that bridges frontier AI and business operations.
